Brain signal and image analysis using machine learning methods

• Main Author: Κανάς, Βασίλειος
• Other Authors: Σγάρμπας, Κυριάκος
• Format: Thesis
• Language: English
• Published: 2017
• Subjects: Brain signals; Machine learning; Speech recognition; Magnetic resonance imaging; Brain tumor segmentation; Synchronization; Regression; 616.804 754; Εγκεφαλικά σήματα; Μηχανική μάθηση; Αναγνώριση ομιλίας; Μαγνητική τομογραφία; Τμηματοποίηση εγκεφαλικού όγκου; Συγχρονισμός; Μαθηματική παλινδρόμηση

The work presented in this Ph.D manuscript focuses on implementing and designing machine learning for brain signal analysis. In the first part of the manuscript, dedicated to one-dimensional brain signal, we study electrocorticography (ECoG) signal processing for voice activity detection and syllabl...